Fig. 8
From: The non-linear nature of the cost of comprehensibility
Comparison across datasets of best black box model for each dataset, surrogate white box model mimicking this best black box, and best native white box model. BB stands for black box and WB for white box. The line at 0 indicates the performance of the best black box model. The y-axis indicates the absolute difference in accuracy from the best black box model